| Number of Variables | 16 |
|---|---|
| Number of Rows | 20275 |
| Missing Cells | 15198 |
| Missing Cells (%) | 4.7% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 21.3 MB |
| Average Row Size in Memory | 1.1 KB |
| Variable Types |
|
| Уч_Заведение has 1811 (8.93%) missing values | Missing |
|---|---|
| Где_Находится_УЗ has 2041 (10.07%) missing values | Missing |
| Год_Окончания_УЗ has 1917 (9.45%) missing values | Missing |
| Страна_ПП has 507 (2.5%) missing values | Missing |
| Регион_ПП has 908 (4.48%) missing values | Missing |
| Город_ПП has 657 (3.24%) missing values | Missing |
| Страна_Родители has 656 (3.24%) missing values | Missing |
| Статус has 6691 (33.0%) missing values | Missing |
| ID is skewed | Skewed |
| Год_Поступления is skewed | Skewed |
| Год_Окончания_УЗ is skewed | Skewed |
|---|---|
| КодФакультета is skewed | Skewed |
| СрБаллАттестата is skewed | Skewed |
| test is skewed | Skewed |
| Уч_Заведение has a high cardinality: 4709 distinct values | High Cardinality |
| Где_Находится_УЗ has a high cardinality: 2710 distinct values | High Cardinality |
| Регион_ПП has a high cardinality: 240 distinct values | High Cardinality |
| Город_ПП has a high cardinality: 2244 distinct values | High Cardinality |
| Пол has constant length 3 | Constant Length |
| Основания has constant length 2 | Constant Length |
| test has 13584 (67.0%) negatives | Negatives |
|---|
numerical
| Approximate Distinct Count | 20275 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 324400 |
| Mean | 70131.0307 |
| Minimum | 44602 |
| Maximum | 264403 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 44602 |
|---|---|
| 5-th Percentile | 48456.7 |
| Q1 | 63537.5 |
| Median | 71393 |
| Q3 | 78383.5 |
| 95-th Percentile | 88329.3 |
| Maximum | 264403 |
| Range | 219801 |
| IQR | 14846 |
| Mean | 70131.0307 |
|---|---|
| Standard Deviation | 12724.7041 |
| Variance | 1.6192e+08 |
| Sum | 1.4219e+09 |
| Skewness | 0.2237 |
| Kurtosis | 4.7112 |
| Coefficient of Variation | 0.1814 |
numerical
| Approximate Distinct Count | 4233 |
|---|---|
| Approximate Unique (%) | 20.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 324400 |
| Mean | 18305.2407 |
| Minimum | 11550 |
| Maximum | 22824 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 11550 |
|---|---|
| 5-th Percentile | 13627 |
| Q1 | 16899 |
| Median | 18536 |
| Q3 | 20599 |
| 95-th Percentile | 21851 |
| Maximum | 22824 |
| Range | 11274 |
| IQR | 3700 |
| Mean | 18305.2407 |
|---|---|
| Standard Deviation | 2534.799 |
| Variance | 6.4252e+06 |
| Sum | 3.7114e+08 |
| Skewness | -0.5361 |
| Kurtosis | -0.4266 |
| Coefficient of Variation | 0.1385 |
numerical
| Approximate Distinct Count | 20 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 324400 |
| Mean | 2014.9921 |
| Minimum | 2001 |
| Maximum | 2212 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 2001 |
|---|---|
| 5-th Percentile | 2012 |
| Q1 | 2013 |
| Median | 2015 |
| Q3 | 2016 |
| 95-th Percentile | 2018 |
| Maximum | 2212 |
| Range | 211 |
| IQR | 3 |
| Mean | 2014.9921 |
|---|---|
| Standard Deviation | 2.4017 |
| Variance | 5.7682 |
| Sum | 4.0854e+07 |
| Skewness | 27.2891 |
| Kurtosis | 2231.4602 |
| Coefficient of Variation | 0.001192 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 10 |
| Missing (%) | 0.0% |
| Memory Size | 2087295 |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | Жен |
|---|---|
| 2nd row | Муж |
| 3rd row | Жен |
| 4th row | Жен |
| 5th row | Жен |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 6 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 2007225 |
| Mean | 2 |
|---|---|
| Standard Deviation | 0 |
| Median | 2 |
| Minimum | 2 |
| Maximum | 2 |
| 1st row | ОО |
|---|---|
| 2nd row | ЦН |
| 3rd row | ДН |
| 4th row | БН |
| 5th row | БН |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 4709 |
|---|---|
| Approximate Unique (%) | 25.5% |
| Missing | 1811 |
| Missing (%) | 8.9% |
| Memory Size | 4376189 |
| Mean | 37.8871 |
|---|---|
| Standard Deviation | 21.1705 |
| Median | 40 |
| Minimum | 2 |
| Maximum | 177 |
| 1st row | МБОУ "СОШ №59" |
|---|---|
| 2nd row | МБОУ Алтайская СОШ... |
| 3rd row | ФГБОУ ВО Алтайский... |
| 4th row | ФГБОУ ВО Алтайский... |
| 5th row | МБОУ "СОШ №110" |
| Count | 26 |
|---|---|
| Lowercase Letter | 1 |
| Space Separator | 68859 |
| Uppercase Letter | 25 |
| Dash Punctuation | 1843 |
| Decimal Number | 13613 |
categorical
| Approximate Distinct Count | 2710 |
|---|---|
| Approximate Unique (%) | 14.9% |
| Missing | 2041 |
| Missing (%) | 10.1% |
| Memory Size | 3669190 |
| Mean | 28.7842 |
|---|---|
| Standard Deviation | 10.6152 |
| Median | 26 |
| Minimum | 2 |
| Maximum | 79 |
| 1st row | Алтайский край, Ба... |
|---|---|
| 2nd row | Алтайский край, Ал... |
| 3rd row | Алтайский край, г.... |
| 4th row | Алтайский край, г.... |
| 5th row | Алтайский край, Ба... |
| Count | 4 |
|---|---|
| Lowercase Letter | 4 |
| Space Separator | 57927 |
| Uppercase Letter | 0 |
| Dash Punctuation | 4551 |
| Decimal Number | 17 |
numerical
| Approximate Distinct Count | 45 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 1917 |
| Missing (%) | 9.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 293728 |
| Mean | 2013.8512 |
| Minimum | 1966 |
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1966 |
|---|---|
| 5-th Percentile | 2005 |
| Q1 | 2013 |
| Median | 2015 |
| Q3 | 2016 |
| 95-th Percentile | 2018 |
| Maximum | 2020 |
| Range | 54 |
| IQR | 3 |
| Mean | 2013.8512 |
|---|---|
| Standard Deviation | 4.3156 |
| Variance | 18.6246 |
| Sum | 3.697e+07 |
| Skewness | -3.0195 |
| Kurtosis | 13.3964 |
| Coefficient of Variation | 0.002143 |
categorical
| Approximate Distinct Count | 26 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 507 |
| Missing (%) | 2.5% |
| Memory Size | 2285241 |
| Mean | 6.1511 |
|---|---|
| Standard Deviation | 0.8191 |
| Median | 6 |
| Minimum | 5 |
| Maximum | 22 |
| 1st row | Россия |
|---|---|
| 2nd row | Россия |
| 3rd row | Россия |
| 4th row | Россия |
| 5th row | Россия |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 23 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 240 |
|---|---|
| Approximate Unique (%) | 1.2% |
| Missing | 908 |
| Missing (%) | 4.5% |
| Memory Size | 2854014 |
| Mean | 14.3513 |
|---|---|
| Standard Deviation | 2.2619 |
| Median | 14 |
| Minimum | 3 |
| Maximum | 43 |
| 1st row | Алтайский край |
|---|---|
| 2nd row | Алтайский край |
| 3rd row | Алтайский край |
| 4th row | Алтайский край |
| 5th row | Алтайский край |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 19366 |
| Uppercase Letter | 0 |
| Dash Punctuation | 574 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2244 |
|---|---|
| Approximate Unique (%) | 11.4% |
| Missing | 657 |
| Missing (%) | 3.2% |
| Memory Size | 2536631 |
| Mean | 9.9033 |
|---|---|
| Standard Deviation | 2.8418 |
| Median | 9 |
| Minimum | 1 |
| Maximum | 53 |
| 1st row | Барнаул г |
|---|---|
| 2nd row | Барнаул г |
| 3rd row | Алтайское с |
| 4th row | г. Барнаул |
| 5th row | г. Барнаул |
| Count | 8 |
|---|---|
| Lowercase Letter | 8 |
| Space Separator | 17473 |
| Uppercase Letter | 0 |
| Dash Punctuation | 1259 |
| Decimal Number | 33 |
categorical
| Approximate Distinct Count | 23 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 656 |
| Missing (%) | 3.2% |
| Memory Size | 2270257 |
| Mean | 6.1795 |
|---|---|
| Standard Deviation | 0.8761 |
| Median | 6 |
| Minimum | 3 |
| Maximum | 22 |
| 1st row | Россия |
|---|---|
| 2nd row | Россия |
| 3rd row | Россия |
| 4th row | Россия |
| 5th row | Россия |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 12 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 20 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 324400 |
| Mean | 32.5201 |
| Minimum | 24 |
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 24 |
|---|---|
| 5-th Percentile | 24 |
| Q1 | 26 |
| Median | 28 |
| Q3 | 40 |
| 95-th Percentile | 51 |
| Maximum | 53 |
| Range | 29 |
| IQR | 14 |
| Mean | 32.5201 |
|---|---|
| Standard Deviation | 8.4766 |
| Variance | 71.8531 |
| Sum | 659345 |
| Skewness | 0.9322 |
| Kurtosis | -0.3716 |
| Coefficient of Variation | 0.2607 |
numerical
| Approximate Distinct Count | 527 |
|---|---|
| Approximate Unique (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 324400 |
| Mean | 72.7144 |
| Minimum | 0 |
| Maximum | 7232 |
| Zeros | 11 |
| Zeros (%) | 0.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 4 |
| Q1 | 47 |
| Median | 61 |
| Q3 | 75 |
| 95-th Percentile | 93 |
| Maximum | 7232 |
| Range | 7232 |
| IQR | 28 |
| Mean | 72.7144 |
|---|---|
| Standard Deviation | 255.538 |
| Variance | 65299.6729 |
| Sum | 1.4743e+06 |
| Skewness | 16.8529 |
| Kurtosis | 293.8825 |
| Coefficient of Variation | 3.5143 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 6691 |
| Missing (%) | 33.0% |
| Memory Size | 924326 |
| Mean | 3.0452 |
|---|---|
| Standard Deviation | 0.2078 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 4 |
| 1st row | 3.0 |
|---|---|
| 2nd row | 4.0 |
| 3rd row | 4.0 |
| 4th row | 4.0 |
| 5th row | 4.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 614 |
| Decimal Number | 27168 |
numerical
| Approximate Distinct Count | 6692 |
|---|---|
| Approximate Unique (%) | 33.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 324400 |
| Mean | 1103.2213 |
| Minimum | -1 |
| Maximum | 6690 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 13584 |
| Negatives (%) | 67.0% |
| Minimum | -1 |
|---|---|
| 5-th Percentile | -1 |
| Q1 | -1 |
| Median | -1 |
| Q3 | 1621.5 |
| 95-th Percentile | 5676.3 |
| Maximum | 6690 |
| Range | 6691 |
| IQR | 1622.5 |
| Mean | 1103.2213 |
|---|---|
| Standard Deviation | 1925.3076 |
| Variance | 3.7068e+06 |
| Sum | 2.2368e+07 |
| Skewness | 1.5549 |
| Kurtosis | 0.9831 |
| Coefficient of Variation | 1.7452 |